Skip to content
View mricardo888's full-sized avatar

Highlights

  • Pro

Block or report mricardo888

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mricardo888/README.md

🏡 Home | 🚀 Featured Projects | 💻 Technical Skills


Ricardo's Tech Banner

✨ Ricardo Lee

Software Engineer • Autonomous AI Agents & Backend Systems • Open-Source Author

Hackathon Winner PyPI Author Focus Status


📖 Executive Summary

I am a software engineer specializing in autonomous AI agent architectures, scalable backend systems, and developer tooling. I engineer solutions that turn complex distributed workflows—such as multi-agent healthcare benefits optimization and predictive supply chain simulation—into reliable, production-ready software.

  • 🏆 Hackathon Champion: Winner of UofTHacks 13 (Best Use of MongoDB Atlas) for Salus.
  • 📦 Open-Source Author: Creator and maintainer of 3+ published PyPI packages (imageconvert, word-number-converter, morsecode-handler).
  • 🤖 Agentic Systems: Building deterministic multi-agent state machines and RAG pipelines using LangGraph, Google Gemini, FastAPI, and MongoDB Atlas Vector Search.

🤝 Let's Connect & Collaborate

I am actively seeking technical collaborations, open-source initiatives, and backend/AI engineering roles.

Email Ricardo LinkedIn Portfolio Devpost

Tip

Currently open for: Backend Engineering, AI/Agentic System Design, Open Source Contributions, and Hackathon Collaborations.


🌟 Featured Projects

Project Highlights & Capabilities Tech Stack Links
Salus 🏆 UofTHacks 13 Winner (Best MongoDB Atlas)
Local-first Healthcare AI coordination engine. Integrates Zero-Trust 1Password passkeys & LangGraph multi-agent reasoning to mathematically optimize medical billing and insurance aid.
Next.jsFastAPIGemini 1.5 ProLangGraphMongoDB Atlas GitHubDevpostDetails
TranSignal 🏭 Autonomous Supply Chain Resilience Agent
Predictive AI operations co-pilot that monitors transit bottlenecks in real time and models financial trade-offs (SLA penalties vs. expedited shipping).
PythonFastAPIStreamlitGemini 2.5 FlashPyDeck GitHubDetails
Clutter2Cash ♻️ Sustainability & Resale AI Mobile App
Computer-vision powered mobile app that identifies items, calculates resale market pricing, and measures CO₂ emissions saved from landfills.
React NativeNode.jsAuth0Gemini APIMongoDB GitHubDevpostDetails
PyPI Libraries 📦 Published Developer Tools & Utilities
Specialized Python libraries: imageconvert (EXIF-safe batch conversion), word-number-converter (40+ language parsing), and morsecode-handler.
PythonPyPICLI Tooling View Libraries

👉 Explore architectural deep-dives, mobile apps, and full write-ups in the Complete Project Showcase.


🛠️ Technical Competencies

Domain Technologies & Frameworks
Languages PythonTypeScriptJavaKotlinJavaScriptSQL
AI & Agentic Workflows Google Gemini (1.5 Pro / 2.5 Flash)LangGraphMongoDB Vector Search (RAG)ElevenLabs
Backend & Cloud Architecture FastAPINode.js / ExpressRESTful APIsMongoDB AtlasAuth01Password Passkeys
Frontend & Mobile Next.js / ReactReact Native (Expo)Android Native (Jetpack Compose / Java)Streamlit
DevOps & Developer Tooling Git / GitHubGitHub Actions (CI/CD)PyPI DistributionLinux/UnixVercel

👉 For an exhaustive breakdown of skills and architectural patterns, visit the Technical Skills Profile.


Built with focus on clean architecture, resilient systems, and real-world impact.

Pinned Loading

  1. salus salus Public

    Salus | Best Use of MongoDB Atlas @ UoftHacks13

    TypeScript 1

  2. Clutter2Cash Clutter2Cash Public

    Find worth in what's left behind

    TypeScript 2

  3. ImageConvert ImageConvert Public

    A lightweight Python library for converting images between formats (JPEG, PNG, WebP, SVG, RAW, HEIC, etc.) with metadata and timestamp preservation.

    Python 1

  4. morsecode-handler morsecode-handler Public

    Morsecode Handler is a lightweight Python library and CLI tool for encoding and decoding Morse code. It supports 40+ languages and can be used in Python scripts or directly from the command line.

    Python 1

  5. unzipall unzipall Public

    A Python library and CLI tool that recursively unpacks all types of archive files from a source directory into a destination folder.

    Python 1